Datasets:
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10K - 100K
Update README.md
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README.md
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(0°, 180° and 3 random angles).
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The meshes for these automobile-like objects were generated using the Instant Mesh model on images sourced from the Stanford Cars Dataset.
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To ensure stable and reliable results, each simulation runs for 300 iterations.
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The entire dataset of
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The data generation process itself was orchestrated using the [Inductiva API](https://inductiva.ai/),
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which allowed us to run hundreds of OpenFOAM simulations in parallel on the cloud.
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# Motivation
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### Dataset Statistics
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The dataset comprises 19,812 valid samples out of a total of 20,000 simulations, with [188 submissions failing](https://huggingface.co/datasets/inductiva/windtunnel/resolve/main/failed_tasks.txt) due to numerical errors in OpenFOAM.
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The complete dataset requires about 300 GB of storage.
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## Downloading the Dataset:
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(0°, 180° and 3 random angles).
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The meshes for these automobile-like objects were generated using the Instant Mesh model on images sourced from the Stanford Cars Dataset.
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To ensure stable and reliable results, each simulation runs for 300 iterations.
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The entire dataset of 19,812 simulations is organized into three subsets: 70% for training, 20% for validation, and 10% for testing.
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The data generation process itself was orchestrated using the [Inductiva API](https://inductiva.ai/),
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which allowed us to run hundreds of OpenFOAM simulations in parallel on the cloud.
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# Motivation
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### Dataset Statistics
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The dataset comprises 19,812 valid samples out of a total of 20,000 simulations, with [188 submissions failing](https://huggingface.co/datasets/inductiva/windtunnel/resolve/main/failed_tasks.txt) due to numerical errors in OpenFOAM.
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The complete dataset requires about 300 GB of storage, however, it is possible to download only a fraction of the dataset.
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## Downloading the Dataset:
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